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Big Data Analytics in Energy Pipeline Integrity Management by Muhammad Hussain

Big Data Analytics in Energy Pipeline Integrity Management

by Muhammad Hussain , Tieling Zhang
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Book cover type: Hardcover
  • ISBN13: 9789819680184
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 355
  • Original Price: EUR 185.29
  • Language: English
  • Edition: N/A
  • Item Weight: 596 grams
  • BISAC Subject(s): Industries / Energy

Chapter 1: Introduction.- Chapter 2: Fundamentals of Big Data Analytics in the Energy Sector.- Chapter 3: Data Collection Methods in Pipeline Integrity Management.- Chapter 4: Data Integration and Preprocessing Techniques.- Chapter 5: Literature Review.- Chapter 6: Using Big Data Analytics in PIMS.- Chapter 7: Data Quality Issues in Model Testing.- Chapter 8: Energy Pipeline Defect Growth Prediction Using Degradation Modelling.- Chapter 9: Predictive Maintenance and Pipeline Integrity.- Chapter 10: Machine Learning Applications in Pipeline Integrity Management.- Chapter 11: Risk Assessment and Big Data Analytics.- Chapter 12: Data Visualization and Reporting for Pipeline Integrity.

Dr. Muhammad Hussain is a distinguished Consultant specializing in Asset Management, Reliability, Predictive Analytics, and Pipeline Integrity, with a focus on the oil and gas, energy, and petrochemical industries around the world.With deep expertise in asset integrity management and reliability engineering, Dr. Hussain leverages machine learning, predictive analytics, and data-driven decision-making to optimize asset performance, mitigate risks, and enhance operational efficiency. He has led several groundbreaking research projects, contributing significantly to industry knowledge through numerous publications in top-tier journals and conferences, advancing the global discourse in asset integrity and management systems.

Dr. Hussain is renowned for his innovative approach to pipeline integrity management, reliability analysis, asset management, corrosion management, and risk-based inspection. His strategic insights continue to shape the future of asset management and influence both academic and industrial advancements on a global scale.

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